sonar_train.arff

Java语言实现的支持向量机的源码。对研究人工智能的朋友有用。

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0.079646,0.129876,0.050591,0.060628,0.073802,0,0.040314,0.115546,0.155042,0.103246,0.036722,0.089537,0.26515,0.235537,0.184472,0.190311,0.115428,0.257039,0.560699,0.756849,0.773609,0.848175,0.503232,0.349759,0.587398,0.810001,1,0.863421,0.624696,0.423778,0.376894,0.24399,0.245721,0.257446,0.25918,0.263911,0.398316,0.435999,0.376239,0.261983,0.164679,0.158486,0.066727,0.043417,0.127097,0.118075,0.157914,0.133273,0.067643,0.26303,0.187251,0.178317,0.675325,0.625731,0.154195,0.292308,0.065341,0.203661,0.022039,0.08776,Rock
0.337758,0.215602,0.264126,0.28388,0.435202,0.797635,0.804924,0.50871,0.556049,0.521379,0.387353,0.391706,0.304736,0.117356,0.155582,0.230816,0.427417,0.580675,0.657479,0.782641,0.822829,0.776403,0.854403,0.730458,0.397746,0.184492,0.305809,0.360642,0.440747,0.603814,0.759346,0.777803,0.7589,0.811659,0.595786,0.582661,0.659742,0.717064,0.62355,0.56634,0.429531,0.211844,0.210138,0.32556,0.270543,0.225315,0.109381,0.062594,0.220091,0.212121,0.106574,0.263909,0.293506,0.157895,0.081633,0.128205,0.130682,0.180778,0.07438,0.048499,Rock
0.05236,0.089584,0.074573,0.092011,0.152168,0.17979,0.126082,0.187652,0.170887,0.153296,0.068907,0.126758,0.123507,0.059812,0.042632,0.116222,0.242566,0.267221,0.334,0.459332,0.607399,0.812085,0.919148,0.867841,0.80041,0.862981,1,0.985385,0.941863,0.799084,0.708992,0.719614,0.642025,0.714573,0.722819,0.665323,0.608572,0.469585,0.323424,0.244989,0.157035,0.11685,0.099056,0.108864,0.036963,0.045666,0.037124,0.092543,0.050984,0.115152,0.046813,0.091298,0.127273,0.035088,0.022676,0.064103,0.15625,0.107551,0.063361,0.055427,Rock
0.264749,0.248607,0.20138,0.113172,0.047679,0.354743,0.551677,0.590739,0.443507,0.355212,0.452857,0.551436,0.631927,0.585439,0.791754,0.825361,0.801782,0.893714,0.981906,0.891053,0.88301,0.935283,0.906962,0.788546,0.66373,0.594449,0.460553,0.319473,0.475649,0.341856,0.282616,0.096945,0.027932,0.137573,0.172139,0.175101,0.14848,0.058542,0.259119,0.314706,0.143833,0.174237,0.371783,0.263721,0.151265,0.191306,0.192865,0.157832,0.199394,0.221818,0.351594,0.156919,0.150649,0.663743,0.058957,0.212821,0.34375,0.251716,0.267218,0.277136,Mine
0.741888,0.353193,0.184625,0.135283,0.144053,0.329481,0.258387,0.381918,0.166445,0.179608,0.31476,0.350967,0.37599,0.278849,0.380379,0.301954,0.373744,0.178494,0.286556,0.287778,0.281619,0.272774,0.322878,0.238398,0.396107,0.40423,0.44553,0.719844,0.75558,0.63556,0.766431,0.703437,0.46477,0.609433,0.647336,0.396573,0.091515,0.297598,0.288425,0.134749,0.549971,0.968498,0.972068,0.709611,0.832812,1,1,1,0.811711,0.575758,1,1,0.81039,0.874269,0.557823,0.212821,0.494318,0.482838,0.62259,0.230947,Mine
0.179204,0.183026,0.17477,0.148122,0.181841,0.308519,0.341721,0.369129,0.402636,0.406263,0.314334,0.346571,0.297251,0.189956,0.124285,0.104926,0.149725,0.188052,0.121187,0.00899,0.01191,0.221041,0.451521,0.628317,0.747029,0.88534,0.993802,0.995574,0.931818,0.930116,0.91248,0.818468,0.670797,0.654796,0.629539,0.660181,0.615788,0.434855,0.290744,0.440196,0.459178,0.485348,0.543256,0.587091,0.562269,0.406747,0.379392,0.466607,0.446239,0.321212,0.120518,0.118402,0.148052,0.026316,0.088435,0.192308,0.079545,0.1373,0.129477,0.101617,Mine
0.129794,0.071582,0.09067,0.057775,0.100431,0.158022,0.146916,0.231092,0.347697,0.432003,0.637601,0.733148,0.605873,0.326596,0.284683,0.3793,0.421822,0.365403,0.378077,0.465539,0.712374,0.937123,1,0.982686,0.993033,0.907589,0.814791,0.686805,0.445617,0.284223,0.222343,0.39991,0.386118,0.32814,0.124987,0.185786,0.312377,0.310284,0.559983,0.586928,0.332484,0.047863,0.404888,0.436357,0.587148,0.49904,0.374683,0.257263,0.302877,0.323636,0.124502,0.045649,0.34026,0.371345,0.376417,0.328205,0.303977,0.272311,0.311295,0.143187,Mine
0.151917,0.025289,0.048949,0.101997,0.114634,0.200752,0.210768,0.392062,0.318821,0.242671,0.320431,0.402696,0.351231,0.167062,0.063898,0.254834,0.406694,0.614649,0.766674,0.752354,0.799642,0.845926,0.940659,0.943653,0.964652,0.784668,0.471478,0.378345,0.376623,0.528497,0.744087,0.914963,0.93962,0.902385,0.659712,0.465121,0.130658,0.141936,0.341134,0.554575,0.557846,0.445177,0.289668,0.105128,0.056156,0.107652,0.190511,0.309674,0.385664,0.261818,0.166335,0.115549,0.119481,0.01462,0.156463,0.138462,0.036932,0.153318,0.201102,0.073903,Mine
0.306047,0.384055,0.268725,0.179505,0.024854,0.04703,0.145022,0.441455,0.56449,1,1,0.70296,0.405355,0.173043,0.274451,0.363831,0.223604,0.221506,0.29434,0.451092,0.633959,0.841938,0.972343,1,0.658299,0.484855,0.372203,0.325237,0.415483,0.380207,0.426267,0.085149,0.405229,0.672072,0.608469,0.432762,0.411874,0.338775,0.442863,0.462963,0.301563,0.519658,0.537308,0.234991,0.211402,0.018925,0.210793,0.614555,0.539626,0.241212,0.207171,0.239658,0.498701,0.584795,0.306122,0.115385,0.068182,0.363844,0.15978,0.034642,Mine
0.275074,0.136305,0.221091,0.199715,0.304337,0.379737,0.568452,0.564057,0.408263,0.372515,0.475826,0.541911,0.526702,0.454161,0.534958,0.474354,0.464822,0.570078,0.745319,0.678617,0.675169,0.860239,0.905372,0.932999,0.783197,0.844146,0.922366,0.699465,0.571733,0.490252,0.438474,0.306111,0.101964,0.088394,0.163343,0.14506,0.072819,0.109702,0.170251,0.209368,0.280023,0.344689,0.172119,0.146869,0.186238,0.196517,0.113003,0.029949,0.04947,0.158788,0.151394,0.352354,0.171429,0.739766,0.165533,0.274359,0.295455,0.148741,0.264463,0.140878,Mine
0.235988,0.108015,0.125821,0.121731,0.11717,0.265789,0.453463,0.359206,0.265067,0.364221,0.411031,0.486079,0.422053,0.174487,0.175444,0.267861,0.261216,0.373403,0.537029,0.672089,0.78594,0.739495,0.809579,0.924291,0.878074,0.869369,0.926568,0.995368,0.855519,0.581229,0.37624,0.231409,0.12265,0.098357,0.074972,0,0.038377,0.057502,0.055134,0.110022,0.059409,0.117705,0.253976,0.290647,0.25789,0.275919,0.305686,0.310572,0.252903,0.164848,0.129482,0.159772,0.088312,0.125731,0.126984,0.107692,0.119318,0.043478,0.011019,0.057737,Mine
0.089971,0.124732,0.03318,0.005706,0.044129,0.04058,0.066558,0.016538,0.061306,0.108823,0.114987,0.124267,0.130992,0.077344,0.057177,0.075717,0.099886,0.247584,0.333053,0.493686,0.55839,0.609549,0.562891,0.450773,0.531148,0.70999,0.904297,1,0.822139,0.514328,0.31248,0.053134,0.117925,0.419396,0.64979,0.736895,0.832276,0.739316,0.677209,0.500654,0.231036,0.201221,0.352774,0.517392,0.586437,0.475864,0.496016,0.536089,0.465422,0.334545,0.168327,0.104137,0.090909,0.04386,0.068027,0.138462,0.181818,0.073227,0.115702,0.062356,Mine
0.074484,0.074153,0.142576,0.24679,0.468171,0.220908,0.19697,0.228666,0.100992,0.127699,0.313484,0.549824,0.521808,0.461999,0.615307,0.64136,0.795254,0.917714,0.982327,0.96083,0.857293,0.82875,0.817315,0.79582,0.600615,0.433087,0.406976,0.414059,0.431717,0.343028,0.277929,0.295552,0.285624,0.220456,0.195152,0.228528,0.311612,0.423417,0.346194,0.283007,0.160625,0.210623,0.284366,0.136047,0.081461,0.042101,0.042919,0.140761,0.051489,0.069091,0.030876,0.221113,0.244156,0.216374,0.598639,0.7,0.267045,0.116705,0.404959,0.198614,Mine
0.162242,0.091727,0.049934,0.108892,0.172204,0.273851,0.331439,0.366483,0.444099,0.441298,0.376719,0.329426,0.334821,0.15809,0.13863,0.290759,0.340483,0.364883,0.261519,0.167273,0.117201,0.114917,0.157147,0.363897,0.566701,0.729596,0.832545,0.850453,0.902192,1,0.998801,0.843406,0.623228,0.611977,0.676281,0.775302,0.845506,0.732349,0.624499,0.609041,0.471685,0.403541,0.490754,0.637722,0.621695,0.329676,0.204274,0.495358,0.470974,0.272727,0.213147,0.303852,0.381818,0.21345,0.117914,0.048718,0.153409,0.112128,0.071625,0.034642,Mine
0.143068,0.079297,0.130092,0.06253,0.16003,0.396936,0.380141,0.297023,0.440249,0.543544,0.455834,0.503077,0.541097,0.313293,0.331026,0.289029,0.204642,0.104519,0.310961,0.403682,0.461425,0.353543,0.404366,0.473824,0.611373,0.697764,0.645341,0.762145,0.79515,0.848407,0.958147,0.741968,0.459309,0.338845,0.120998,0.10756,0.118303,0.149423,0.340923,0.589542,0.651766,0.613065,0.712789,0.647642,1,0.809654,0.736871,0.826894,0.799596,0.618182,0.053785,0.099857,0.509091,0.274854,0.07483,0.069231,0.167614,0.19222,0.190083,0.083141,Mine
0.085546,0.083583,0.009855,0.037803,0.041339,0.101854,0.191829,0.061301,0.191619,0.281138,0.284418,0.257034,0.143947,0.166856,0.292707,0.527275,0.673609,0.784208,0.81275,0.709974,0.720911,0.787138,0.794108,0.477308,0.173566,0.220619,0.606576,0.85035,0.895089,0.76787,0.510736,0.498315,0.373937,0.339057,0.26859,0.229133,0.256724,0.422065,0.416614,0.348257,0.096699,0.196947,0.478728,0.395774,0.134347,0.211876,0.252445,0.231207,0.310449,0.278788,0.110558,0.228245,0.21039,0.102339,0.126984,0.15641,0.076705,0.144165,0.077135,0.108545,Mine
0.164454,0.133733,0.133706,0.081075,0.182856,0.178447,0.229437,0.239912,0.224937,0.276705,0.335035,0.419695,0.316252,0.16964,0.140335,0.160085,0.148378,0.257351,0.477803,0.589683,0.748735,0.808302,0.766133,0.875832,0.878381,0.941624,1,0.973137,0.84233,0.589965,0.416349,0.310155,0.251181,0.191309,0.100542,0.019254,0.025038,0.091401,0.073898,0.10512,0,0.139316,0.26652,0.264623,0.266989,0.280719,0.310757,0.320156,0.240787,0.206061,0.185259,0.125535,0.171429,0.216374,0.072562,0.05641,0.071023,0.022883,0.093664,0.124711,Mine
0.109882,0.266181,0.237516,0.130766,0.0421,0.254233,0.353084,0.129879,0.214275,0.095381,0.212959,0.358294,0.230891,0.078994,0.195506,0.31264,0.352191,0.229714,0.335157,0.305223,0.536889,0.512422,0.519869,0.687942,0.62623,0.642802,0.842315,0.796727,0.651278,0.849899,0.672807,0.55774,0.277329,0.376365,0.26368,0.080141,0.324513,0.400749,0.150748,0.394989,0.494152,0.190232,0.322514,0.412523,0.322007,0.157159,0.086201,0.28242,0.415952,0.207273,0.243028,0.356633,0.358442,0.631579,0.410431,0.464103,0.303977,0.208238,0.212121,0.244804,Mine